{"id":"W1996894174","doi":"10.1080/10618560802163838","title":"Large eddy simulations of the flow past two side-by-side circular cylinders","year":2008,"lang":"en","type":"article","venue":"International journal of computational fluid dynamics","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Reynolds number; Mechanics; Transverse plane; Large eddy simulation; Physics; Flow (mathematics); Cylinder; Materials science; Geometry; Turbulence; Mathematics; Engineering; Structural engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002017065,0.0001773551,0.0002616289,0.0003075998,0.0001180249,0.00004649089,0.0005464298,0.00006761141,0.00006216056],"category_scores_gemma":[0.00008585367,0.0001564563,0.000348994,0.0003249146,0.00008531287,0.000294849,0.00005845801,0.0002500848,0.000006857877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002806206,"about_ca_system_score_gemma":0.0001430478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008261566,"about_ca_topic_score_gemma":0.00003843488,"domain_scores_codex":[0.9977455,0.00005686475,0.0008902051,0.0001197138,0.001023382,0.0001642996],"domain_scores_gemma":[0.9981468,0.0002331297,0.0002852328,0.0001485713,0.001099498,0.00008674393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001702005,0.00009486605,0.002595989,0.00000619353,0.0004580065,0.00001326945,0.0001784721,0.9899129,0.0007788491,0.004627474,0.0009287818,0.0003881673],"study_design_scores_gemma":[0.0009713616,0.00001880997,0.004786793,0.00003076359,0.0000458023,0.0001417907,0.00004953073,0.989741,0.0001199843,0.003450682,0.0005013694,0.0001421048],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2983507,0.0001180739,0.6991813,0.0006922166,0.0009196979,0.00008140803,0.0002989574,0.00002237599,0.0003352771],"genre_scores_gemma":[0.9936619,0.00005204178,0.005524519,0.0002263162,0.0002193175,0.00000166505,0.0002232648,0.00003018201,0.00006072844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6953113,"threshold_uncertainty_score":0.6380104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006957032205038806,"score_gpt":0.2352126302070107,"score_spread":0.228255598001972,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}